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Improved estimation of discard mortality rates with in situ experiments involving electronic and traditional tagging

机译:改进了涉及电子和传统标记的原位实验的丢弃死亡率估计

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Reliable estimates of release or discard mortality (DM) rates for recreational and commercial fisheries are necessary for robust assessment of the effects of fishing on populations and for establishing effective regulatory measures concerning the release of fish. In situ experiments involving the tagging of released fish are most likely to produce accurate estimates given that experimental subjects are captured and released under representative fishery conditions. Data from electronic tags can be used to infer movement or behavioral patterns of released fish, from which mortality times can be derived to then estimate natural mortality and DM rates. However, resulting DM rate estimates are often of low precision (high variance) due to small sample sizes associated with the elevated cost of electronic tags. Alternatively, returns of traditional tags from small scale experiments constitute a relatively inexpensive means of estimating the relative DM rates of two or more groups (e.g., vitality or injury classes, capture methods) of released fish. Combining the two approaches when there are two or more groups of discarded individuals can be beneficial. First, results from the two methods can be used to assess whether experimental effects such as tag-related mortality could bias estimates of DM rates. Second, we propose a modelling approach that integrates data from these two types of tagging methods to produce absolute DM rate estimates that can be more precise than those obtained from electronic tagging alone. We show using simulations under which conditions precision is improved and how different allocations of effort to electronic and traditional tagging can be used to plan DM experiments with respect to the precision of estimates and cost. An example based on a recent study is presented to illustrate the application of the proposed approach.
机译:可靠的释放或丢弃死亡率估计(DM)娱乐和商业渔业的费率对于捕捞人口捕捞的影响以及建立有关释放鱼类的有效监管措施,是必要的。在涉及释放的鱼的标记的原位实验最有可能产生准确的估计,因为在代表性渔业条件下捕获并释放实验科目并释放。来自电子标签的数据可用于推断出释放的鱼的运动或行为模式,从中可以导出死亡率,然后估计自然死亡率和DM速率。然而,由于与电子标签的高成本相关联的小样本大小,导致DM速率估计通常是低精度(高方差)。或者,来自小规模实验的传统标签的返回构成了估计释放的鱼类的两个或更多个组(例如,生命力或伤害等级,捕获方法)的相对DM速率的相对便宜的方法。当有两组或更多组被丢弃的个体组合时,两种方法可以是有益的。首先,这两种方法的结果可用于评估与标签相关的死亡率等实验效果是否可以偏离DM率的估计。其次,我们提出了一种建模方法,该建模方法将数据集成到这两种类型的标记方法中,以产生绝对的DM速率估计,其可以比单独从电子标记获得的那些更精确。我们使用模拟显示,在这种情况下,条件精度得到改善,以及电子和传统标记的努力的不同分配可以用于计划DM实验,以方面的估计和成本的精度。提出了基于最近研究的示例以说明所提出的方法的应用。

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